The smart pension service platform based on the combination of medical care and pension has been built. The paper elaborates on the platform architecture, technology realization and specific functions, including emergency call, communication, life services, medical services, leisure and entertainment, positioning and monitoring, etc. By using data mining technology, the paper analyzes the health data of the elderly and discovers its regularity, to provide intelligent and personalized health management services for the elderly.